NCUBE - A clustering algorithm based on a discretized data spaceCluster analysis involves the unsupervised grouping of data. The process provides an automatic procedure for generating known training samples for pattern classification. NCUBE, the clustering algorithm presented, is based upon the concept of imposing a gridwork on the data space. The NCUBE computer implementation of this concept provides an easily derived form of piecewise linear discrimination. This piecewise linear discrimination permits the separation of some types of data groups that are not linearly separable.
Document ID
19740053361
Acquisition Source
Legacy CDMS
Document Type
Conference Proceedings
Authors
Eigen, D. J. (Bell Telephone Laboratories, Inc. Piscataway, N.J., United States)
Northouse, R. A. (Wisconsin, University Milwaukee, Wis., United States)